宗源，男，1989年生，江苏兴化人，博士，副教授，博士生导师，CCF/CSIG高级会员，东南大学“至善青年学者”，入选第九届中国科协“青年人才托举工程”。2019年1月入职东南大学生物科学与医学工程学院/儿童发展与学习科学教育部重点实验室，任讲师；2022年4月破格晋升副教授。主要研究领域为情感计算与医学人工智能，特别关注面部表情/微表情分析、语音情感识别、多模态情绪行为分析及应用（精神障碍早期筛查、谎言识别等）研究；以一作/通讯身份在IEEE Transactions系列期刊、中科院一区TOP期刊、CCF A类会议以及语音信号处理领域权威期刊和会议Speech Communication/ICASSP/INTERSPEECH上发表学术论文30余篇；论文Google Scholar总引用6300余次（H-index: 35）；以第一发明人授权国家发明专利10项；主持国家自然科学基金（面上/青年）、航空科学基金等国家/省部级项目4项，江苏高等教育“电子信息类专业建设、课程建设、教学研究”课题1项；获2019年ACM ICMI真实场景情感识别挑战赛（EmotiW'19）冠军、2020年东南大学优秀博士学位论文、南京市2020年留学人员科技创新项目择优资助、2025年IEEE ICASSP多模态情感和意图联合理解挑战赛（MEIJU'25）冠军等荣誉和奖励；指导研究生团队获2024年第二届全国人工智能应用场景创新挑战赛全国总决赛种子组特等奖。
（* 通讯作者，# 共同一作；全部论文发表记录详见
本人谷歌学术主页
）
1. Cheng Lu,
Yuan Zong
(*), Hailun Lian, Sunan Li, Yan Zhao, Bjorn Schuller, and Wenming Zheng(*), "Generalizable Dynamic Domain Adaptation for Speaker-Independent Speech Emotion Recognition,"
IEEE Transactions on Audio, Speech and Language Processing
, Vol. 34, pp. 230 - 245, 2026. (JCR Q1, IF: 5.1;
语音信号处理领域TOP期刊
)
2. Jie Zhu,
Yuan Zong
(*), Jingang Shi, Cheng Lu, Hongli Chang, and Wenming Zheng(*), "Learning to Rank Onset-Occurring-Offset Representations for Micro-Expression Recognition,"
IEEE Transactions on Affective Computing
, Vol. 16, No. 8, pp. 2690 - 2740, 2025. (JCR Q1, IF: 9.8;
情感计算领域TOP期刊
)
3. Yan Zhao,
Yuan Zong
(*), Hailun Lian, Cheng Lu, Jingang Shi, and Wenming Zheng(*), "Towards Domain-Specific Cross-Corpus Speech Emotion Recognition,"
IEEE Transactions on Computational Social Systems
, Vol. 12, No. 5, pp. 2130 - 2143, 2025. (JCR Q1, IF: 4.9)
4. Sunan Li, Cheng Lu, Yan Zhao, Hailun Lian, Tianhua Qi, and
Yuan Zong
(*), “Low-Rank Joint Distribution Adaptation for Cross-Corpus Speech Emotion Recognition,”
Knowledge-Based Systems
, Vol. 315, pp. 113260, 2025. (JCR Q1, IF: 7.6;
中科院一区
TOP期刊
)
5. Hailun Lian, Cheng Lu, Hongli Chang, Yan Zhao, Sunan Li, Yang Li, and
Yuan Zong
(*), “AMGCN: An Adaptive Multi-graph Convolutional Network for Speech Emotion Recognition,”
Speech Communication
, Vol. 168, pp. 103184, 2025. (JCR Q1, IF: 3.0, CCF B;
语音信号处理领域
TOP
期刊
)
6. Jiateng Liu, Hengcan Shi, Haiwen Liang, Xiaolin Xu,
Yuan Zong
(*)
, Yaonan Wang, and Wenming Zheng(*), "NaME: A Natural Micro-expression Dataset for Micro-expression Recognition in the Wild," in
ACM Multimedia
, 2025. (CCF A)
7. Yuyun Liu, Kaifei Zhang, Yinghao Ma, Xiaolin Xu, Tianhua Qi, Wenming Zheng, Cheng Lu(*), and
Yuan Zong
(*), "Multi-Level Segment Fusion Based on Adaptive Time-Window Selection for Multimodal Personality-Aware Elderly Depression Detection," in
ACM Multimedia
, 2025. (CCF A)
8. Zhaoyang Li, Cheng Lu, Xiaolin Xu, Kaifei Zhang, Yujia Gu, Banghua Li,
Yuan Zong
(*), and Wenming Zheng(*), “Enhancing Task-Specific Feature Learning with LLMs for Multimodal Emotion and Intent Joint Understanding,” in
IEEE ICASSP
, 2025. (CCF B;
语音信号处理两大旗舰会议之一
)
9. Xiaolin Xu, Cheng Lu, Zhaoyang Li, Yuyun Liu, Yinghao Ma, Jiahao Luo,
Yuan Zong
(*), and Wenming Zheng(*), “Reliable Learning From LLM Features for Multimodal Emotion and Intent Joint Understanding,” in
IEEE ICASSP
, 2025. (CCF B;
语音信号处理两大旗舰会议之一
)
10. Yuyun Liu, Yujia Gu, Jiahao Luo, Wenming Zheng, Cheng Lu(*), and
Yuan Zong
(*), "Interactive Fusion of Multi-View Speech Embeddings via Pretrained Large-Scale Speech Models for Emotional Attribute Prediction of Speech in Naturalistic Conditions," in
INTERSPEECH
, 2025. (CCF C;
语音信号处理两大旗舰会议之一
)
11. Yan Zhao,
Yuan Zong
(*), Jincen Wang, Hailun Lian, Cheng Lu, Li Zhao, and Wenming Zheng(*), “Layer-Adapted Implicit Distribution Alignment Networks for Cross-Corpus Speech Emotion Recognition,”
IEEE Transactions on Computational Social Systems
, Vol. 11, No. 4, pp. 5419 – 5430, 2024. (JCR Q1, IF: 4.9)
12. Hailun Lian, Cheng Lu, Yan Zhao, Sunan Li, Tianhua Qi, and
Yuan Zong
(*), “Exploring Corpus-Invariant Emotional Acoustic Feature for Cross-Corpus Speech Emotion Recognition,”
Expert Systems with Applications
, Vol. 258, pp. 125162, 2024. (JCR Q1, IF: 7.5;
中科院一区
TOP期刊
)
13. Cheng Lu,
Yuan Zong
(*), Hailun Lian, Yan Zhao, Chuangao Tang, Björn Schuller, and Wenming Zheng(*), “Improving Speaker-independent Speech Emotion Recognition Using Dynamic Joint Distribution Adaptation,” in
IEEE ICASSP
,
2024. (CCF B;
语音信号处理两大旗舰会议之一
)
14. Yong Wang, Cheng Lu, Hailun Lian, Yan Zhao, Björn Schuller,
Yuan Zong
(*), and Wenming Zheng(*), “Speech Swin-Transformer: Exploring a Hierarchical Transformer with Shifted Windows for Speech Emotion Recognition,” in
IEEE ICASSP
, 2024. (CCF B;
语音信号处理两大旗舰会议之一
)
15. Yan Zhao, Jincen Wang, Cheng Lu, Sunan Li, Bjoern W Schuller,
Yuan Zong
(*), and Wenming Zheng(*), “Emotion-Aware Contrastive Adaptation Network for Source-Free Cross-Corpus Speech Emotion Recognition,” in
IEEE ICASSP
, 2024. (CCF B;
语音信号处理两大旗舰会议之一
)
16. Cheng Lu,
Yuan Zong
(*), Yan Zhao, Hailun Lian, Tianhua Qi, Bjorn Schuller, and Wenming Zheng(*), “Hierarchical Distribution Adaptation for Unsupervised Cross-corpus Speech Emotion Recognition,” in
INTERSPEECH
, 2024. (CCF C;
语音信号处理两大旗舰会议之一
)
17. Jincen Wang, Yan Zhao, Cheng Lu, Hailun Lian, Hongli Chang,
Yuan Zong
(*), Wenming Zheng(*), “Confidence-aware Hypothesis Transfer Networks for Source-Free Cross-Corpus Speech Emotion Recognition,” in
INTERSPEECH
, 2024. (CCF C;
语音信号处理两大旗舰会议之一
)
18. Jincen Wang, Yan Zhao, Cheng Lu, Chuangao Tang, Sunan Li,
Yuan Zong
(*), Wenming Zheng(*), “Boosting Cross-Corpus Speech Emotion Recognition using CycleGAN with Contrastive Learning,” in
INTERSPEECH
, 2024. (CCF C;
语音信号处理两大旗舰会议之一
)
19. Cheng Lu, Wenming Zheng(*), Hailun Lian,
Yuan Zong
(*), Chuangao Tang, Sunan Li, and Yan Zhao,
“
Speech Emotion Recognition via an Attentive Time-Frequency Neural Network,”
IEEE Transactions on Computational Social Systems
, Vol. 10, No. 6, pp. 3159 - 3168, 2023. (JCR Q1, IF: 4.9)
20. Mengting Wei, Xingxun Jiang, Wenming Zheng(*),
Yuan Zong
(*), and Cheng Lu, “CMNet: Contrastive Magnification Network for Micro-Expression Recognition,” in
AAAI
, 2023. (CCF A)
21. Sunan Li, Hailun Lian, Cheng Lu, Yan Zhao, Chuangao Tang,
Yuan Zong
(*), and Wenming Zheng(*), “Multimodal Emotion Recognition in Noisy Environment Based on Progressive Label Revision,” in
ACM Multimedia
, 2023. (CCF A)
22. Yan Zhao, Jincen Wang,
Yuan Zong
(*), Wenming Zheng(*), Hailun Lian, and Li Zhao, “Deep Implicit Distribution Alignment Networks for Cross-Corpus Speech Emotion Recognition,
”
in
IEEE ICASSP
, 2023. (CCF B;
语音信号处理两大旗舰会议之一
)
23. Cheng Lu, Hailun Lian, Wenming Zheng(*),
Yuan Zong
(*), Yan Zhao, and Sunan Li, “Learning Local to Global Feature Aggregation for Speech Emotion Recognition,
”
in
INTERSPEECH
, 2023. (CCF C;
语音信号处理两大旗舰会议之一
)
24. Tong Zhang,
Yuan Zong
(*), Wenming Zheng(*), C. L. Philip Chen, Xiaopeng Hong, Chuangao Tang, Zhen Cui, and Guoying Zhao, “Cross-Database Micro-Expression Recognition: A Benchmark,”
IEEE Transactions on Knowledge and Data Engineering
, Vol.34, No.2, pp. 544-559, 2022. (JCR Q1, IF: 10.4)
25. Cheng Lu(#),
Yuan Zong
(#), Wenming Zheng, Yang Li, Chuangao Tang, and Bjorn Schuller, “Domain Invariant Feature Learning for Speaker-independent Speech Emotion Recognition,”
IEEE/ACM Transactions on Audio, Speech, and Language Processing
, Vol. 30, pp. 2217-2230, 2022. (JCR Q1, IF: 5.1;
语音信号处理领域
TOP
期刊
)
26.
Yan Zhao, Jincen Wang, Ru Ye,
Yuan Zong
(*), Wenming Zheng(*), and Li Zhao, “Deep Transductive Transfer Regression Network for Cross-Corpus Speech Emotion Recognition,
”
in
INTERSPEECH
, 2022. (CCF C;
语音信号处理两大旗舰会议之一
)
27. Jiacheng Zhang, Lin Jiang,
Yuan Zong
(*), Wenming Zheng(*), and Li Zhao, “Cross-Corpus Speech Emotion Recognition Using Joint Distribution Adaptive Regression,
”
in
IEEE ICASSP
, 2021. (CCF B;
语音信号处理两大旗舰会议之一
)
28.
Yuan Zong
, Wenming Zheng, Zhen Cui, Guoying Zhao, and Bin Hu, “Toward Bridging Microexpressions from Different Domains,”
IEEE Transactions on Cybernetics
, Vol.50, No.12, pp.5047-5060, 2020. (JCR Q1, IF: 10.5)
29. Xingxun Jiang(#),
Yuan Zong
(#), Wenming Zheng, Chuangao Tang, Wanchuang Xia, Cheng Lu, and Jiateng Liu, “DFEW: A Large-Scale Database for Recognizing Dynamic Facial Expressions in the Wild,” in
ACM Multimedia
, 2020. (CCF A)【
学术界首个样本量破万的真实场景动态表情数据集，欢迎
申请下载使用
】
30.
Yuan Zong
, Wenming Zheng, Xiaohua Huang, Jingang Shi, Zhen Cui, and Guoying Zhao. “Domain Regeneration for Cross-Database Micro-Expression Recognition,”
IEEE Transactions on Image Processing
, Vol. 27, No. 5, pp. 2484 – 2498, 2018. (JCR Q1, IF: 13.7)
31.
Yuan Zong
, Xiaohua Huang, Wenming Zheng, Zhen Cui, and Guoying Zhao. “Learning from Hierarchical Spatiotemporal Descriptors for Micro-Expression Recognition,”
IEEE Transactions on Multimedia
, Vol. 20, No. 11, pp. 3160 – 3172, 2018. (JCR Q1, IF: 9.7)
32.
Yuan Zong
, Xiaohua Huang, Wenming Zheng, Zhen Cui, and Guoying Zhao. “Learning a Target Sample Re-Generator for Cross-Database Micro-Expression Recognition,” in
ACM Multimedia
, 2017. (CCF A)
